Prosecution Insights
Prosecution Insights
13 pending office actions • 10 art units • 12 examiners • 0 of 13 (0%) have an AI response strategy ready • 5 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 13 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 13 of the docket's apps have a known mailing date.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 only | 2 (15%) |
| §103 only | 9 (69%) |
| §102 only | 2 (15%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| IQBAL, MUSTAFA | 2 | 46.4% | +27.6% |
| GRAY, RYAN M | 1 | 87.7% | +12.2% |
| SHANMUGASUNDARAM, KANNAN | 1 | 72.0% | +36.5% |
| PHILLIPS, III, ALBERT M | 1 | 81.3% | +12.7% |
| UDDIN, MOHAMMED R | 1 | 77.8% | +30.5% |
| BADAWI, SHERIEF | 1 | 57.9% | +10.8% |
| CORRIELUS, JEAN M | 1 | 84.2% | +13.3% |
| HOLZMACHER, DERICK J | 1 | 44.6% | +28.8% |
| ZHANG, SHIRLEY X | 1 | 69.6% | +14.4% |
| TRAN, CONGVAN | 1 | 89.3% | +4.8% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18491875 | SYSTEMS AND METHODS FOR UTILIZING MACHINE LEARNING TO IDENTIFY NON-TECHNICAL LOSS | TRAN, CONGVAN | 24d overdue |
| 18984498 | DYNAMIC ARTIFICIAL INTELLIGENCE-BASED BLUEPRINTING GENERATION AND EXECUTION PLATFORM | PHILLIPS, III, ALBERT M | 2d overdue |
| 19068634 | ARTIFICIAL INTELLIGENCE VISION SYSTEM | GRAY, RYAN M | 46d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17807937 | METHODS, PROCESSES, AND SYSTEMS TO DEPLOY ARTIFICIAL INTELLIGENCE (AI)-BASED CUSTOMER RELATIONSHIP MANAGEMENT (CRM) SYSTEM USING MODEL-DRIVEN SOFTWARE ARCHITECTURE | IQBAL, MUSTAFA | 124d overdue |
| 18822035 | ENTERPRISE GENERATIVE ARTIFICIAL INTELLIGENCE ARCHITECTURE | CORRIELUS, JEAN M | 60d overdue |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18980861 | MODEL-ENABLED DATA PIPELINE GENERATION | UDDIN, MOHAMMED R | 126d overdue |
| 17807937 | METHODS, PROCESSES, AND SYSTEMS TO DEPLOY ARTIFICIAL INTELLIGENCE (AI)-BASED CUSTOMER RELATIONSHIP MANAGEMENT (CRM) SYSTEM USING MODEL-DRIVEN SOFTWARE ARCHITECTURE | IQBAL, MUSTAFA | 124d overdue |
| 18654876 | MACHINE LEARNING-BASED PRODUCTION OPTIMIZERS | HOLZMACHER, DERICK J | 85d overdue |
| 18822035 | ENTERPRISE GENERATIVE ARTIFICIAL INTELLIGENCE ARCHITECTURE | CORRIELUS, JEAN M | 60d overdue |
| 19015232 | METHODS, PROCESSES, AND SYSTEMS TO DEPLOY ARTIFICIAL INTELLIGENCE (AI)-BASED CUSTOMER RELATIONSHIP MANAGEMENT (CRM) SYSTEM USING MODEL-DRIVEN SOFTWARE ARCHITECTURE | IQBAL, MUSTAFA | 10d overdue |
| 19060273 | GENERATIVE ARTIFICIAL INTELLIGENCE ENTERPRISE SEARCH | SHANMUGASUNDARAM, KANNAN | 4d overdue |
| 18984498 | DYNAMIC ARTIFICIAL INTELLIGENCE-BASED BLUEPRINTING GENERATION AND EXECUTION PLATFORM | PHILLIPS, III, ALBERT M | 2d overdue |
| 18629920 | SYSTEMS AND METHODS FOR DATA PROCESSING AND ENTERPRISE AI APPLICATIONS | ZHANG, SHIRLEY X | 8d |
| Art Unit | Apps |
|---|---|
| 3625 | 3 |
| 2159 | 2 |
| 2611 | 1 |
| 2168 | 1 |
| 2161 | 1 |
| 2169 | 1 |
| 2447 | 1 |
| 2647 | 1 |
| 2187 | 1 |
| 2129 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19068634 | ARTIFICIAL INTELLIGENCE VISION SYSTEM | GRAY, RYAN M | 2611 | §103 | Final Rejection | 46d | Pending | Mar 03, 2025 |
| 19060273 | GENERATIVE ARTIFICIAL INTELLIGENCE ENTERPRISE SEARCH | SHANMUGASUNDARAM, KANNAN | 2168 | §103 | Non-Final OA | 4d overdue | Pending | Feb 21, 2025 |
| 19015232 | METHODS, PROCESSES, AND SYSTEMS TO DEPLOY ARTIFICIAL INTELLIGENCE (AI)-BASED CUSTOMER RELATIONSHIP MANAGEMENT (CRM) SYSTEM USING MODEL-DRIVEN SOFTWARE ARCHITECTURE | IQBAL, MUSTAFA | 3625 | §103 | Non-Final OA | 10d overdue | Pending | Jan 09, 2025 |
| 18984498 | DYNAMIC ARTIFICIAL INTELLIGENCE-BASED BLUEPRINTING GENERATION AND EXECUTION PLATFORM | PHILLIPS, III, ALBERT M | 2159 | §103 | Non-Final OA | 2d overdue | Pending | Dec 17, 2024 |
| 18980861 | MODEL-ENABLED DATA PIPELINE GENERATION | UDDIN, MOHAMMED R | 2161 | §103 | Non-Final OA | 126d overdue | Pending | Dec 13, 2024 |
| 18967625 | INTERFACE FOR AGENTIC WEBSITE SEARCH | BADAWI, SHERIEF | 2169 | §103 | Non-Final OA | 40d | Pending | Dec 03, 2024 |
| 18822035 | ENTERPRISE GENERATIVE ARTIFICIAL INTELLIGENCE ARCHITECTURE | CORRIELUS, JEAN M | 2159 | §101 | Non-Final OA | 60d overdue | Pending | Aug 30, 2024 |
| 18654876 | MACHINE LEARNING-BASED PRODUCTION OPTIMIZERS | HOLZMACHER, DERICK J | 3625 | §103 | Non-Final OA | 85d overdue | Pending | May 03, 2024 |
| 18629920 | SYSTEMS AND METHODS FOR DATA PROCESSING AND ENTERPRISE AI APPLICATIONS | ZHANG, SHIRLEY X | 2447 | §102 | Final Rejection | 8d | Pending | Apr 08, 2024 |
| 18491875 | SYSTEMS AND METHODS FOR UTILIZING MACHINE LEARNING TO IDENTIFY NON-TECHNICAL LOSS | TRAN, CONGVAN | 2647 | §102 | Non-Final OA | 24d overdue | Pending | Oct 23, 2023 |
| 17807937 | METHODS, PROCESSES, AND SYSTEMS TO DEPLOY ARTIFICIAL INTELLIGENCE (AI)-BASED CUSTOMER RELATIONSHIP MANAGEMENT (CRM) SYSTEM USING MODEL-DRIVEN SOFTWARE ARCHITECTURE | IQBAL, MUSTAFA | 3625 | §101 | Non-Final OA | 124d overdue | Pending | Jun 21, 2022 |
| 17699395 | ARTIFICIAL INTELLIGENCE-BASED SYSTEM IMPLEMENTING PROXY MODELS FOR PHYSICS-BASED SIMULATORS | COOK, BRIAN S | 2187 | §103 | Final Rejection | 2d overdue | Pending | Mar 21, 2022 |
| 17699025 | METADATA-DRIVEN FEATURE STORE FOR MACHINE LEARNING SYSTEMS | KASSIM, IMAD MUTEE | 2129 | §103 | Final Rejection | 38d overdue | Pending | Mar 18, 2022 |
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